SRSukalyan Royinsukalyanroy.hashnode.dev·3d ago · 8 min readDiscovering RAGs 4: Project updates all the waySo far, we have covered a lot of the project. All the conceptual basics, going from the bare-bones structure of the project and right into features such as RRF. Where do we go from here? Well, there's00
SRSukalyan Royinsukalyanroy.hashnode.dev·Jul 30 · 7 min readHistory of computer science in india Part 2TL;DR This series explores foundational Indian computing contributions that are often omitted from standard curricula. Each post covers a single idea in depth, from ancient algorithms to modern digi00
SRSukalyan Royinsukalyanroy.hashnode.dev·Jul 18 · 12 min readVibecoding Hackathons? I entered a vibecoding hackathon and somehow ended up using one AI to tell another AI how to build the app. This parody of software development is unfortunately the truth. The project was Tempo, a pro00
SRSukalyan Royinsukalyanroy.hashnode.dev·Jul 11 · 14 min readOne Model Is the New n=1In the first eval, the conclusion was annoying but useful. At the frontier, it did not make the model meaningfully smarter. Opus and gpt-5.5 solved the hard bug with or without it. The prompt's measur00
SRSukalyan Royinsukalyanroy.hashnode.dev·Jul 4 · 16 min readDoes Your System Prompt Actually Do Anything? I Built an Eval to Find OutI maintain a single global system prompt that every AI coding agent I use reads. One file, shared across Claude Code, Antigravity and OpenAI's Codex. I tune it constantly: tighten a rule here, cut a p00
